조명의 문제
- 정규화
- Normal¶image_path = test_files[0]
file_name = os.path.basename(image_path)
print("Image file name:", file_name)
print(cf_model.predict(PILImage.create(image_path)))
PILImage.create(image_path)
Image file name: Nor_cl_ga_bg_0_sharp_kernel2.jpg
('Nor', tensor(0), tensor([0.9416, 0.0584]))
image_path = test_files[4]
file_name = os.path.basename(image_path)
print("Image file name:", file_name)
print(cf_model.predict(PILImage.create(image_path)))
PILImage.create(image_path)
Image file name: Nor_cl_ga_bg_3_sharp_kernel2.jpg
('Nor', tensor(0), tensor([0.8335, 0.1665]))
- wear¶image_path = test_files[14]
file_name = os.path.basename(image_path)
print("Image file name:", file_name)
print(cf_model.predict(PILImage.create(image_path)))
PILImage.create(image_path)
Image file name: wear_cl_ga_bg_40_sharp_kernel2.jpg
('Wear', tensor(1), tensor([0.0791, 0.9209]))
image_path = test_files[11]
file_name = os.path.basename(image_path)
print("Image file name:", file_name)
print(cf_model.predict(PILImage.create(image_path)))
PILImage.create(image_path)
Image file name: wear_cl_ga_bg_29_sharp_kernel2.jpg
('Wear', tensor(1), tensor([0.0624, 0.9376]))